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Debugging large-scale data science pipelines using dagger
5 references·0 citing·20 second hop
Debugging large-scale data science pipelines using dagger (2020)Debugging large-scale data science pipeli…Data Debugging and Exploration with Vizier (2019)Data Debugging and Exploratio…Data Civilizer 2.0 (2019)Data Civilizer 2.0H elix (2018)H elixThe data civilizer system (2017)The data civilizer systemDetecting data errors (2016)Detecting data errorsData Cleaning: Problems and Current Approaches. (2000)Duplicate Record Detection: A Survey (2006)Big Data Integration (2013)Data Cleaning (2019)Creating Embeddings of Heterogeneous Relational Datasets for Data Integration Tasks (2020)Can Foundation Models Wrangle Your Data? (2022)Holistic data cleaning: Putting violations into context (2013)NADEEF (2013)Open data integration (2018)Baran (2020)RPT (2021)VisTrails (2006)Dataflow Notebooks: Encoding and Tracking Dependencies of Cells (2017)GProM - A Swiss Army Knife for Your Provenance Needs. (2018)Kishu: Time-Traveling for Computational Notebooks (2024)M odel DB (2016)Magellan (2016)HoloClean (2017)OmniFair: A Declarative System for Model-Agnostic Group Fairness in Machine Learning (2021)Operationalizing and automating Data Governance (2022)
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References

  • 2016Detecting data errors252 cited
  • 2017The data civilizer system105 cited
  • 2019Data Civilizer 2.023 cited
  • 2018H elix21 cited
  • 2019Data Debugging and Exploration with Vizier18 cited

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